Browsing Doktorsritgerðir- HÍ by Subject "Machine learning"

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Algorithms for Finding Saddle Points and Minimum Energy Paths Using Gaussian Process Regression

Koistinen, Olli-Pekka (Aalto University School of Science, 2019)

Chemical reactions and other transitions involving rearrangements of atoms can be studied theoretically by analyzing a potential energy surface defined in a high-dimensional space of atom coordinates. Local minimum points of the energy surface correspond ...
Design and Evaluation of Parallel and Scalable Machine Learning Research in Biomedical Modelling Applications

Barakat, Chadi (University of Iceland, School of Engineering and Natural Sciences, Faculty of Industrial Eng., Mechanical Eng. and Computer Science, 2023-06-19)

The use of Machine Learning (ML) techniques in the medical field is not a new occurrence and several papers describing research in that direction have been published. This research has helped in analysing medical images, creating responsive cardiovascular ...

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